Make strategic and investment plans by utilizing the developing tech impact radar
According to Gartner, when incorporating new trends and technologies into goods and services, you should:
In the smart world, where experiences both online and offline converge, use them to strengthen your competitive advantage.
- Sort generative AI (GenAI) use cases that are widely used and have a significant impact on users' lives
- Juxtapose promoting expansion with reducing danger
- Determine the commercial advantages and pertinent upcoming technologies that complement your planned product roadmap
There are four themes that each technology and trend on the impact radar fits into: vital enablers, productivity revolution, privacy and transparency, or smart world.
Theme 1: Intelligent society
This theme addresses the ways that the convergence of online and offline experiences has changed the way we engage with people, locations, content, and objects.
- AI avatars are digital representations of humans made with a variety of AI tools and techniques combined with computer generated imagery.
- Digital twins are technologically enabled proxies that replicate the status of an individual or group of physical or virtual assets, processes, people, or organizations to create a digital image.
- Multi-modal user interfaces (is) are paradigms that allow simultaneous interactions between the user and the computer.
- Smart spaces are real-world settings where people engage with technology-enabled devices in increasingly linked, open, intelligent ecosystems.
- Computing environment known as "Spatial Computing" blends digital and physical elements inside a common frame of reference.
Theme 2: Revolution in Productivity
This topic draws attention to GenAI's potential productivity, which is a major factor in the enterprise's widespread adoption of this technology.
- A collection of methods known as "model compression" is used to shrink the size of a trained neural network so that it can be installed on smaller devices or have more capacity in a central system.
- Unmanned aerial vehicles (UAVs) are self-governing aircraft that are primarily utilized for asset inspection, but are also beginning to be adopted for small package delivery.
- GenAI refers to technologies that, through learning from vast libraries of original source material, can produce new, derived versions of content, tactics, designs, and procedures.
- A new breed of virtual assistants (VAs) known as GenAI-enabled VAs uses large language models (LLMs) to provide enhanced capabilities.
- Neural networks called vision transformers for computer vision (ViTs) calculate the associations between pixels in picture segments to enhance object detection, image production, and image categorization.
- Intelligent apps learn from external, alternative data sources by utilizing one or more AI approaches.
- Artificially created data is used instead of data gathered from actual occurrences.
- A method of machine learning (ML) known as "self-supervised learning" produces labeled data directly from the data itself, eliminating the need for labels or supervisors to be human or to rely on past results.
Theme 3: Transparency and privacy
This theme focuses on applying AI design concepts that will benefit people and society, as well as making the appropriate business and ethical decisions when adopting AI.
- A popular AI design philosophy known as "Human-centered AI" (HCAI) demands that AI always gain from human input.
- Session-tracking technologies that analyze user activities with a protected service and create trust models to differentiate between trusted users, fraudsters, and bots are referred to as behavioral analytics.
- When an enterprise embraces AI, Responsible AI is a catch-all term for a variety of ethical and business decisions that need to be made.
- Traditional identification systems' privacy and transparency issues are intended to be addressed by Decentralized identity (DCI) or related self-sovereign identity (SSI) systems.
- A group of Reliable techniques known as privacy-enhancing technologies, or PETs, enable information processing while safeguarding underlying personal data.
Theme 4: Vital facilitators
This theme focuses on expectations for developing applications to inform technology evaluation and investment decisions. Some of these applications may open up new use cases, while others will improve current experiences.
- An engineering technique known as "Neuromorphic computing" involves building computer parts to resemble the ways in which the human brain and nervous system operate.
- A cryptographically secure representation of value or data is called tokenization.
- Qubits, also known as Quantum bits, are the equivalent of bits in classical computing and make up the chips used in quantum processors.
- A distributed cloud platform serves as the foundation for Hyperscale edge computing (HEC), a public cloud out to edge solution that is governed and managed by a hyperscale public cloud service.
- Deep neural network processing is tailored for semiconductor devices known as AI chips.
- A new stack of technologies called Web3 makes it possible to create decentralized web apps with architectures that support cross-chain interoperability, extension, and decentralized identification.
- Block-chain is the name given to a collection of technologies that emphasize encryption, tokenization, immutability, decentralization, and peer-to-peer distribution.
- Knowledge graphs (KGs) are machine-readable data structures that use a network of nodes and connections to represent the relationships between heterogeneous data.
- Mega-constellations of LEO satellites are capable of providing internet access and worldwide communications at latency and speed that are on par with basic cable connectivity.
- Based on 3GPP technology and spectrum, Private 5G offers businesses security, enhanced services, and connection.
- When combined with LLMs, Scalable vector databases enable vector search and utilize the model's capacity to offer results for queries that are unique or tailored to a particular business or industry.
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